Sebastian Mastnik

Deep learning outperformed 136 of 157 dermatologists in a head-to-head dermoscopic melanoma image classification task

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 589 citations

Computing, Computer Science, Dermatology +16

A convolutional neural network trained with dermoscopic images performed on par with 145 dermatologists in a clinical melanoma image classification task

Titus J. Brinker, Achim Hekler, Alexander Enk et al. · European Journal of Cancer · 2019 · 299 citations · Full text

Medicine, Dermatology, Oncology +16

Predictors of clinical effectiveness of <scp>H</scp>ymenoptera venom immunotherapy

Franziska Ruëff, Byrthe J.P.R. Vos, J. Oude Elberink et al. · Clinical & Experimental Allergy · 2014 · 136 citations

Life Sciences, Dermatology, Immunology +17

Overcoming severe adverse reactions to venom immunotherapy using anti‐Ig<scp>E</scp> antibodies in combination with a high maintenance dose

E. Stretz, Eva Oppel, H.‐C. Räwer et al. · Clinical & Experimental Allergy · 2017 · 49 citations

Life Sciences, Immunology, Pharmacology +17

Patient Attitudes and Their Awareness Towards Skin Cancer–Related Apps: Cross-Sectional Survey

Theresa Steeb, Anja Wessely, Sebastian Mastnik et al. · JMIR mhealth and uhealth · 2019 · 28 citations · Full text

Medicine, Dermatology, Oncology +12